A Simple Approach for Guiding Classification of Forest and Crop from Remote Sensing Imagery: A Case Study of Suqian, China

被引:0
作者
Wang, Ni [1 ,2 ]
Chen, Taisheng [1 ]
Peng, Shikui [2 ]
机构
[1] Chuzhou Univ, Fengle Rd 1528, Chuzhou 239000, Peoples R China
[2] Nanjing Forestry Univ, Coll Forest Resources & Environm, Longpan Rd 159, Nanjing 210037, Jiangsu, Peoples R China
来源
GEO-INFORMATICS IN RESOURCE MANAGEMENT AND SUSTAINABLE ECOSYSTEM | 2016年 / 569卷
关键词
Forest and crop cover masks; Feature extraction; Fusion operator; Classification; Sustainability; TIME-SERIES DATA; SATELLITE DATA; MODIS; LANDSAT; DIFFERENTIATION; SEGMENTATION; COVER; AMAZON; BASIN;
D O I
10.1007/978-3-662-49155-3_2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Basic scientific research of land cover in Suqian is fundamental to ensure the sustainability of land resource management. The major study is to monitor the confusable land cover types according to the remote sensing, and the integrated information. It supplies a new direction for integrating date sets and improves the monitor on land cover. It presents a simple fusion approach for integrating time series of the MODIS Vegetation Index products and Land-sat TM data. The fusion supplies the prior probability to distinguish forest with crop for guiding supervised classification which served in monitoring forest quantities-increasing in future. The entire operation just uses primarily the fusion method from the fuzzy mathematics to achieve various kinds of information with some simple parameters. However, the fusion is a spatial feature classification conduced remote sensing training mask data blending the advantages of the phonological information, the feature characteristics and the spatial-temporal data.
引用
收藏
页码:9 / 21
页数:13
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